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DeepSeek Open-Sources Inference Framework, Claims 155 Trillion Tokens Daily

DeepSeek fully open-sourced its inference framework, compatible with Nvidia and Huawei Ascend chips, achieving a single-cluster daily throughput of 155 trillion tokens and revenue of $38 per card per hour. The release comes as the U.S. government directs agencies to stop using DeepSeek, with China’s Foreign Ministry opposing the politicization of tech and trade issues. AI trading sentiment tightened, with U.S. premarket memory chip stocks falling, SK Hynix down about 4%.

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AI take

The open-sourcing matters less for the throughput claim than for the Huawei Ascend compatibility, which signals an inference stack designed to run outside Nvidia-only deployments — a quiet hedge against export controls. The U.S. agency directive and Beijing's pushback show the dispute is now political as much as technical, and the memory-chip selloff suggests markets are reading open inference frameworks as a margin risk to the hardware stack. Whether that read holds, or whether cheaper inference expands total demand, is the open question.

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